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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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10
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Pyramid Scene Parsing Network
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2017
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Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
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9
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Non-local Neural Networks
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2018
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Xiaolong Wang
Ross Girshick
Abhinav Gupta
Kaiming He
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8
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Dual Attention Network for Scene Segmentation
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2019
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Jun Fu
Jing Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
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7
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Fully convolutional networks for semantic segmentation
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2015
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Jonathan Long
Evan Shelhamer
Trevor Darrell
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7
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Multi-Scale Context Aggregation by Dilated Convolutions
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2015
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Fisher Yu
Vladlen Koltun
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6
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Squeeze-and-Excitation Networks
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2018
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Jie Hu
Li Shen
Gang Sun
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6
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Learning a Discriminative Feature Network for Semantic Segmentation
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2018
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Changqian Yu
Jingbo Wang
Chao Peng
Changxin Gao
Gang Yu
Nong Sang
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6
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr Dollár
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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6
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Rethinking Atrous Convolution for Semantic Image Segmentation
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2017
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Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
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6
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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6
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SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
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2017
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Vijay Badrinarayanan
A. C. Kendall
Roberto Cipolla
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5
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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
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2018
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Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
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5
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Densely Connected Convolutional Networks
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2017
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Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
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5
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ImageNet Large Scale Visual Recognition Challenge
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2015
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Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
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5
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Deformable Convolutional Networks
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2017
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Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
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5
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RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation
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2017
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Guosheng Lin
Anton Milan
Chunhua Shen
Ian Reid
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5
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Context Encoding for Semantic Segmentation
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2018
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Hang Zhang
Kristin Dana
Jianping Shi
Zhongyue Zhang
Xiaogang Wang
Ambrish Tyagi
Amit Agrawal
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5
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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5
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The Cityscapes Dataset for Semantic Urban Scene Understanding
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2016
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Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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5
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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5
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Boundary-Aware Feature Propagation for Scene Segmentation
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2019
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Henghui Ding
Xudong Jiang
A. Q. Liu
Nadia Magnenat‐Thalmann
Gang Wang
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4
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Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
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2018
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Xia Li
Jianlong Wu
Zhouchen Lin
Hong Liu
Hongbin Zha
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4
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Expectation-Maximization Attention Networks for Semantic Segmentation
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2019
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Xia Li
Zhisheng Zhong
Jianlong Wu
Yibo Yang
Zhouchen Lin
Hong Liu
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4
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$A^2$-Nets: Double Attention Networks
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2018
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Yunpeng Chen
Yannis Kalantidis
Jianshu Li
Shuicheng Yan
Jiashi Feng
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4
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Convolutional Neural Networks with Alternately Updated Clique
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2018
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Yibo Yang
Zhisheng Zhong
Tiancheng Shen
Zhouchen Lin
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4
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Deep Joint Rain Detection and Removal from a Single Image
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2017
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Wenhan Yang
Robby T. Tan
Jiashi Feng
Jiaying Liu
Zongming Guo
Shuicheng Yan
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4
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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4
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Conditional Random Fields as Recurrent Neural Networks
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2015
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Shuai Zheng
Sadeep Jayasumana
Bernardino Romera‐Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Philip H. S. Torr
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4
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COCO-Stuff: Thing and Stuff Classes in Context
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2018
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Holger Caesar
Jasper Uijlings
Vittorio Ferrari
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4
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Image De-Raining Using a Conditional Generative Adversarial Network
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2019
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He Zhang
Vishwanath A. Sindagi
Vishal M. Patel
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4
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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4
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Adaptive Affinity Fields for Semantic Segmentation
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2018
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Tsung-Wei Ke
Jyh-Jing Hwang
Ziwei Liu
Stella X. Yu
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3
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Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
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2019
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Towaki Takikawa
David Acuna
Varun Jampani
Sanja Fidler
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3
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CCNet: Criss-Cross Attention for Semantic Segmentation
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2019
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Zilong Huang
Xinggang Wang
Lichao Huang
Chang Huang
Yunchao Wei
Wenyu Liu
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3
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Deformable ConvNets V2: More Deformable, Better Results
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2019
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Xizhou Zhu
Han Hu
Stephen Lin
Jifeng Dai
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3
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Asymmetric Non-Local Neural Networks for Semantic Segmentation
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2019
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Zhen Zhu
Meng Xu
Song Bai
Tengteng Huang
Xiang Bai
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3
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YOLACT: Real-Time Instance Segmentation
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2019
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Daniel Bolya
Chong Zhou
Fanyi Xiao
Yong Jae Lee
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3
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Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
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2014
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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3
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Relation Networks for Object Detection
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2018
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Han Hu
Jiayuan Gu
Zheng Zhang
Jifeng Dai
Yichen Wei
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3
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Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
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2014
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Kyunghyun Cho
Bart van Merriënboer
Çaǧlar Gülçehre
Dzmitry Bahdanau
Fethi Bougares
Holger Schwenk
Yoshua Bengio
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3
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ExFuse: Enhancing Feature Fusion for Semantic Segmentation
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2018
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Zhenli Zhang
Xiangyu Zhang
Chao Peng
Xiangyang Xue
Jian Sun
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3
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Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
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2019
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Zifeng Wu
Chunhua Shen
Anton van den Hengel
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3
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Fully Convolutional Instance-Aware Semantic Segmentation
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2017
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Yi Li
Haozhi Qi
Jifeng Dai
Xiangyang Ji
Yichen Wei
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3
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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
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2018
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Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
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3
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Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network
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2017
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Chao Peng
Xiangyu Zhang
Gang Yu
Guiming Luo
Jian Sun
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3
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Dynamic-Structured Semantic Propagation Network
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2018
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Xiaodan Liang
Eric P. Xing
Hongfei Zhou
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3
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GFF: Gated Fully Fusion for Semantic Segmentation
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2019
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Xiangtai Li
Houlong Zhao
Lei Han
Yunhai Tong
Kuiyuan Yang
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3
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LVIS: A Dataset for Large Vocabulary Instance Segmentation
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2019
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Agrim Gupta
Piotr Dollár
Ross Girshick
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3
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Panoptic Feature Pyramid Networks
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2019
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Alexander Kirillov
Ross Girshick
Kaiming He
Piotr Dollár
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3
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